Meta AR/VR Job | Research Scientist, 3D Machine Learning (PhD)
Job（岗位）: Research Scientist, 3D Machine Learning (PhD)
Type（岗位类型）: 3D Software Engineering | Computer Vision, Machine Learning, Research
Citys（岗位城市）: Redmond, WA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
Facebook Reality Labs Research (FRLR) is looking for talented researcher to help create the next generation of virtual and augmented reality. Our research focuses on developing comprehensive solutions to complex tracking problems, delivering novel technologies and algorithms fundamental to the future VR and AR systems. You’ll have the unique opportunity to work with industry-leading researchers and engineers who are defining the future of VR and AR.
As an Applied Machine Learning Research Scientist with primary focus on 3D ML, you will bring to bear cutting edge ideas from 3D ML to advance research initiatives to build accurate eye models that cover the diversity of the human population. We welcome candidates who strive for a deep understanding of complex systems and who harbor a strong desire to push beyond state-of-the-art. Ideal candidate is a passionate coder and self-starter who is capable of driving new research initiatives from ground up, from hypothesis formulation to simulation and/or data collection to developing a proof-of-principle working solution and effectively communicating research findings to a diverse audience of inter-disciplinary researchers and product partners.
Qualifications（岗位要求）
Currently has, or in the process of obtaining a Ph.D. in machine learning, AI, computer science, statistics, applied mathematics, data science, or related technical fields.
Proven track record of achieving results as demonstrated in accepted papers at top computer vision, machine learning or scientific computing conferences such as NeurIPS, ICML, ICPR, CVPR, and journals such as JMLR, IEEE Trans., Neural Computation.
Experience with deep learning model development tools such as PyTorch/TensorFlow.
Experience with Python.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Description（岗位职责）
Identify relevant cutting edge research advances in 3D ML such as differential rendering, 3D shape completion, 3D segmentation, estimating depth from 2D, to research, model, design, and/or build proof-of-principle algorithmic solutions to improve state-of-the art for eye-tracking ground-truth models.
Collaborate with researchers and engineers across diverse disciplines.
Communication and documentation of research agenda, progress and results.
Additional Requirements（额外要求）
1+ year(s) of work experience in a university, industry, or government lab(s), in a role with primary emphasis on AI research.
Experience with advanced topics in 3D Computer Vision and Machine Learning.
Demonstrated experience with good software engineering practices such as code review and code documentation.
Creativity and quick problem solving capabilities.
Interpersonal skills: cross-group and cross-culture collaboration.
First-author publications at peer-reviewed AI conferences (e.g. NIPS, CVPR, ICML, ICLR, ICCV, and ACL )and or first authi journal paper in JMLR or Neural Computation.
